Preview, deploy, and manage cloud infrastructure in natural language - Neotask brings AI agents to Pulumi.
Preview infrastructure changes and get plain-English summaries of what will be created, updated, or destroyed
Deploy, refresh, and destroy Pulumi stacks through conversational commands with built-in safety confirmations
Query stack outputs, resource graphs, and drift status across all your Pulumi projects
What You Can Do
Preview Changes Before Deploying
Ask Neotask to run a pulumi preview on any stack and explain the diff in plain English - not just the raw plan output. Understand what is being added, changed, or replaced and why, so you can approve with confidence.
Deploy and Manage Stacks
Trigger pulumi up, cancel a stuck update, or roll back to a previous checkpoint - all through conversation. Neotask confirms destructive operations before executing and reports the final resource count when done.
Query Stack Outputs and State
Ask for specific output values (like an S3 bucket name or a database endpoint) without opening the Pulumi console. Query resource state, check for drift with pulumi refresh, and see which resources were last modified.
Manage Multiple Environments
Compare stacks across dev, staging, and production. Ask Neotask which environment has a resource that production is missing, or why staging and production have different configurations for the same component.
Diagnose Deployment Failures
When a stack update fails, paste the error or ask Neotask to fetch the latest operation logs and diagnose the root cause - whether it is a missing IAM permission, a quota limit, or a provider bug.
Try Asking
"Preview the changes for the production stack and explain what will change"
"Deploy the staging stack and tell me when it's done"
"What are the outputs of the data-pipeline stack?"
"Refresh the dev stack and show me any drift"
"Why did the last production deploy fail?"
"Which resources were created in the past week across all stacks?"
"Destroy the temp-experiment stack after confirming what will be deleted"
"Compare the networking stack config between staging and production"
Pro Tips
Always run a preview before deploying - ask Neotask to "explain any replacements" since replacements cause downtime unlike in-place updates.
Use stack tags in Pulumi and reference them in prompts: "show me all stacks tagged environment=production" for multi-project organizations.
Ask Neotask to check IAM policies before a deploy if you see permission errors - it can suggest the exact policy statement needed.
For long-running deploys, ask for a progress check: "how many resources are done in the current update?"
Treat pulumi destroy as a two-step prompt: first "list all resources that would be destroyed," then confirm destruction only after reviewing the list.
Multiple workspaces and capacity for larger teams.
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